--- title: "olmo-eval vs code-review-graph" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/allenai-olmo-eval-vs-tirth8205-code-review-graph" tools: ["allenai-olmo-eval", "tirth8205-code-review-graph"] --- # olmo-eval vs code-review-graph *GraphCanon updated Jul 12, 2026* ## Verdict Pick olmo-eval when license: olmo-eval is Apache-2.0, code-review-graph is MIT; pick code-review-graph when license: code-review-graph is MIT, olmo-eval is Apache-2.0. [olmo-eval](https://github.com/allenai/olmo-eval) reports 60 GitHub stars, 10 forks, and 32 open issues, last pushed Jul 11, 2026. [code-review-graph](https://code-review-graph.com) has 19k stars, 2.1k forks, and 185 open issues, last pushed Jun 14, 2026. Figures are from public GitHub metadata via [olmo-eval's repository](https://github.com/allenai/olmo-eval) and [code-review-graph's repository](https://github.com/tirth8205/code-review-graph). | | [olmo-eval](/tools/allenai-olmo-eval.md) | [code-review-graph](/tools/tirth8205-code-review-graph.md) | | --- | --- | --- | | Tagline | None provided | Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo w | | Stars | 60 | 19,416 | | Forks | 10 | 2,078 | | Open issues | 32 | 185 | | Language | Python | Python | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MIT | | Categories | Evaluation & Observability | Developer Tools, Evaluation & Observability, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [olmo-eval](/tools/allenai-olmo-eval.md) | [code-review-graph](/tools/tirth8205-code-review-graph.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Active (82%) | | Days since push | 0d | 26d | | Open issues (now) | 32 | 185 | | Owner type | Organization | User | | Security scan | No lockfile | No MCP manifest | | Full report | [trust report](/tools/allenai-olmo-eval/trust.md) | [trust report](/tools/tirth8205-code-review-graph/trust.md) | ## Choose when ### Choose olmo-eval if… - License: olmo-eval is Apache-2.0, code-review-graph is MIT. - Tags unique to olmo-eval: evaluation, language models, mock-testing, reproducibility. - olmo-eval ships Docker support for self-hosted deployment. ### Choose code-review-graph if… - License: code-review-graph is MIT, olmo-eval is Apache-2.0. - Tags unique to code-review-graph: ai-coding, claude, claude-code, code-review. - Also covers Developer Tools, LLM Frameworks. ## When NOT to use olmo-eval - Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers. ## When NOT to use code-review-graph - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. - Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ## Common questions ### What is the difference between olmo-eval and code-review-graph? olmo-eval: None provided. code-review-graph: Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo w. See the comparison table for live GitHub stats and shared categories. ### When should I choose olmo-eval over code-review-graph? Choose olmo-eval over code-review-graph when License: olmo-eval is Apache-2.0, code-review-graph is MIT; Tags unique to olmo-eval: evaluation, language models, mock-testing, reproducibility; olmo-eval ships Docker support for self-hosted deployment. ### When should I choose code-review-graph over olmo-eval? Choose code-review-graph over olmo-eval when License: code-review-graph is MIT, olmo-eval is Apache-2.0; Tags unique to code-review-graph: ai-coding, claude, claude-code, code-review; Also covers Developer Tools, LLM Frameworks. ### When should I avoid olmo-eval? Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers. ### When should I avoid code-review-graph? Developer Tools: A gateway is overkill when you're pinned to a single provider and model. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### Is olmo-eval or code-review-graph more popular on GitHub? code-review-graph has more GitHub stars (19,416 vs 60). Stars measure visibility, not whether either tool fits your constraints. ### Are olmo-eval and code-review-graph open source? Yes - both are open-source projects on GitHub (olmo-eval: Apache-2.0, code-review-graph: MIT). ### Where can I find alternatives to olmo-eval or code-review-graph? GraphCanon lists graph-backed alternatives at [olmo-eval alternatives](/tools/allenai-olmo-eval/alternatives) and [code-review-graph alternatives](/tools/tirth8205-code-review-graph/alternatives) ([olmo-eval markdown twin](/tools/allenai-olmo-eval/alternatives.md), [code-review-graph markdown twin](/tools/tirth8205-code-review-graph/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/allenai-olmo-eval-vs-tirth8205-code-review-graph.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, olmo-eval or code-review-graph? olmo-eval: Very active. code-review-graph: Active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for olmo-eval and code-review-graph? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [olmo-eval trust report](/tools/allenai-olmo-eval/trust); [code-review-graph trust report](/tools/tirth8205-code-review-graph/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=allenai-olmo-eval`](/api/graphcanon/graph?tool=allenai-olmo-eval) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_